Give step-by-step solution with explanation and final answer: Please find the DTFTof the signal x [ n ] = e j ω 0 n ( 0 . 5 ) | n |
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Give step-by-step solution with explanation and final answer: Please find the DTFTof the signal x [ n ] = e j ω 0 n ( 0 . 5 ) | n |
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Asked by: aj
Created at: 2025-05-25 16:14:51
Asked by: aj
Created at: 2025-05-25 16:14:51
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Given:
\[
x[n] = e^{j\omega_0 n} (0.5)^{|n|}
\]
We are to find the **Discrete Time Fourier Transform (DTFT)** of \( x[n] \).
---
## **Step 1: Write the DTFT Definition**
The DTFT of \( x[n] \) is:
\[
X(e^{j\omega}) = \sum_{n=-\infty}^{\infty} x[n] e^{-j\omega n}
\]
Substitute \( x[n] \):
\[
X(e^{j\omega}) = \sum_{n=-\infty}^{\infty} e^{j\omega_0 n} (0.5)^{|n|} e^{-j\omega n}
\]
\[
= \sum_{n=-\infty}^{\infty} (0.5)^{|n|} e^{j(\omega_0 - \omega) n}
\]
---
## **Step 2: Split the Sum for \( n \geq 0 \) and \( n < 0 \)**
Recall:
- For \( n \geq 0 \): \( |n| = n \)
- For \( n < 0 \): \( |n| = -n \)
So,
\[
X(e^{j\omega}) =
\sum_{n=0}^{\infty} (0.5)^{n} e^{j(\omega_0 - \omega) n}
+ \sum_{n=-\infty}^{-1} (0.5)^{-n} e^{j(\omega_0 - \omega) n}
\]
For the second sum, change variable \( m = -n \), so as \( n \) goes from \( -\infty \) to \( -1 \), \( m \) goes from \( \infty \) to \( 1 \):
\[
\sum_{n=-\infty}^{-1} (0.5)^{-n} e^{j(\omega_0 - \omega) n}
= \sum_{m=1}^{\infty} (0.5)^{m} e^{-j(\omega_0 - \omega) m}
\]
---
## **Step 3: Express the Whole Sum**
So,
\[
X(e^{j\omega}) =
\sum_{n=0}^{\infty} (0.5)^{n} e^{j(\omega_0 - \omega) n}
+ \sum_{m=1}^{\infty} (0.5)^{m} e^{-j(\omega_0 - \omega) m}
\]
Let’s write both sums with the same index:
\[
X(e^{j\omega}) =
\sum_{n=0}^{\infty} (0.5)^{n} e^{j(\omega_0 - \omega) n}
+ \sum_{n=1}^{\infty} (0.5)^{n} e^{-j(\omega_0 - \omega) n}
\]
---
## **Step 4: Factor and Recognize Geometric Series**
Let \( a = 0.5 e^{j(\omega_0 - \omega)} \), \( b = 0.5 e^{-j(\omega_0 - \omega)} \):
\[
X(e^{j\omega}) =
\sum_{n=0}^{\infty} a^{n}
+ \sum_{n=1}^{\infty} b^{n}
\]
\[
= \sum_{n=0}^{\infty} a^n + \left( \sum_{n=0}^{\infty} b^n - b^0 \right )
\]
But \( b^0 = 1 \):
\[
= \sum_{n=0}^{\infty} a^n + \sum_{n=0}^{\infty} b^n - 1
\]
---
## **Step 5: Compute the Geometric Sums**
Recall for \( |r|<1 \):
\[
\sum_{n=0}^{\infty} r^n = \frac{1}{1-r}
\]
So,
\[
\sum_{n=0}^{\infty} a^n = \frac{1}{1-a}
\]
\[
\sum_{n=0}^{\infty} b^n = \frac{1}{1-b}
\]
So,
\[
X(e^{j\omega}) = \frac{1}{1 - a} + \frac{1}{1 - b} - 1
\]
Recall \( a = 0.5 e^{j(\omega_0 - \omega)} \), \( b = 0.5 e^{-j(\omega_0 - \omega)} \):
\[
X(e^{j\omega}) =
\frac{1}{1 - 0.5 e^{j(\omega_0 - \omega)}} +
\frac{1}{1 - 0.5 e^{-j(\omega_0 - \omega)}} - 1
\]
---
## **Step 6: Final Answer (Boxed)**
\[
\boxed{
X(e^{j\omega}) =
\frac{1}{1 - 0.5 e^{j(\omega_0 - \omega)}} +
\frac{1}{1 - 0.5 e^{-j(\omega_0 - \omega)}} - 1
}
\]
---
### **Summary of Steps**
1. Substitute the given signal into the DTFT definition.
2. Split the sum into \( n \geq 0 \) and \( n < 0 \).
3. Change variables in the negative sum to positive limits.
4. Recognize and sum the geometric series.
5. Substitute back and simplify.
---
### **If you want to further simplify:**
You can combine the two fractions for further manipulation, but the above boxed answer is the standard, compact form.
---
**If \( \omega_0 = 0 \), this reduces to:**
\[
X(e^{j\omega}) = \frac{1}{1 - 0.5 e^{-j\omega}} + \frac{1}{1 - 0.5 e^{j\omega}} - 1
\]
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